• 제목/요약/키워드: Intention prediction

검색결과 92건 처리시간 0.03초

여대생의 자궁경부암검사(Pap test) 행위의도 예측 경로모형 (A Prediction of Behavioral Intention on Pap Screening Test in College Women: A Path Model)

  • 강경아;김신정;;조해련;임영숙
    • 한국보건간호학회지
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    • 제31권1호
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    • pp.135-148
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    • 2017
  • Purpose: This study was conducted to predict the effects of behavioral intention on pap screening tests in unmarried college women using a path model. Methods: The study subjects were 216 university students and data were collected through self-report questionnaires including knowledge, attitude, subjective norms, perceived behavioral control, behavioral intentions to take the Pap test, and health responsibility. Results: Knowledge regarding the Pap test was moderate. The factors of knowledge, attitude, and perceived behavioral control negatively influenced the behavioral intention of the Pap test. However, the factors of subjective norms and health responsibility positively influenced behavioral intention. Conclusion: Subjective norms are the most importance factor to increase the intentions of the Pap test among unmarried college women. It is also necessary to eliminate barriers to undergoing pap testing, as well as to provide nursing intervention to obtain correct knowledge and a positive attitude regarding the Pap screening test.

간호사의 이직의도에 영향을 미치는 예측 요인 (The Risk Factors Influencing Turnover Intention of Nurses)

  • 정정희;김경희;김지수
    • 간호행정학회지
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    • 제14권1호
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    • pp.35-44
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    • 2008
  • Purpose: This study was done to identify the risk factors influencing turnover intention of nurses. Method: The participants in this descriptive survey on causal relations were 756 nurses who were working at a tertiary university hospital in Seoul. The data were put in to multiple regression analysis to build a prediction model. Results: Turnover intention according to general features were shown as following.: Age, Clinical careers, Educational level, Marital status, Economic status(Yearly income). The relationship between turnover intention and job stress had positive correlation. But the relationship between turnover and other factors that job satisfaction, internal marketing, and organizational commitment had negative correlation. The causal factors of turnover intention were organizational commitment, the factors of organizational support and patient/caregiver relationships among subcategories of job stress and the factor of professional position among subcategories of job satisfaction. Conclusions: The findings of study suggest that board intervention program should be provided to prevent problems of turnover. It is also recommended that a program be developed that can help control the variables identified in this study along with follow up study to verify the model.

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간호사의 간호업무성과 예측모형 - 긍정심리자본을 중심으로 (Prediction Model for Nursing Work Outcome of Nurses - Focused on Positive Psychological Capital)

  • 이순늠;김정아
    • 대한간호학회지
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    • 제50권1호
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    • pp.1-13
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    • 2020
  • Purpose: The purpose of this study was to construct and test a structural equation model on nursing work outcomes based on Youssef and Luthans' positive psychological capital and integrated conceptual framework of work performance. Methods: This study used a structured questionnaire administered to 340 nurses. Data were analyzed using structural equation modeling. Results: Positive psychological capital showed indirect and direct effects on job satisfaction, retention intention, organizational citizenship behavior, and nursing performance. While, the nursing work environment had direct and indirect effects on job satisfaction and nursing performance, it only had indirect effects on intention to work and organizational citizenship behavior. Additionally, a mediating effect on retention intention and organizational citizenship behavior was found between job satisfaction and nursing performance variables. Conclusion: The nursing organization needs to build a supportive work environment and reinforce positive psychological capital to improve nursing performance. Additionally, it needs to actively manage the necessary parameters involved in the stages of job satisfaction, retention intention, nursing performance, and organizational citizenship behavior of nurses. The findings propose the continuous management of nursing personnel based on nurses' attitude outcome, behavioral intention, behavioral outcome, and stage of role performance.

비디오 영상에서 2차원 자세 추정과 LSTM 기반의 행동 패턴 예측 알고리즘 (Behavior Pattern Prediction Algorithm Based on 2D Pose Estimation and LSTM from Videos)

  • 최지호;황규태;이상준
    • 대한임베디드공학회논문지
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    • 제17권4호
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    • pp.191-197
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    • 2022
  • This study proposes an image-based Pose Intention Network (PIN) algorithm for rehabilitation via patients' intentions. The purpose of the PIN algorithm is for enabling an active rehabilitation exercise, which is implemented by estimating the patient's motion and classifying the intention. Existing rehabilitation involves the inconvenience of attaching a sensor directly to the patient's skin. In addition, the rehabilitation device moves the patient, which is a passive rehabilitation method. Our algorithm consists of two steps. First, we estimate the user's joint position through the OpenPose algorithm, which is efficient in estimating 2D human pose in an image. Second, an intention classifier is constructed for classifying the motions into three categories, and a sequence of images including joint information is used as input. The intention network also learns correlations between joints and changes in joints over a short period of time, which can be easily used to determine the intention of the motion. To implement the proposed algorithm and conduct real-world experiments, we collected our own dataset, which is composed of videos of three classes. The network is trained using short segment clips of the video. Experimental results demonstrate that the proposed algorithm is effective for classifying intentions based on a short video clip.

IoT Makes Life Simpler: How to Improve the Chinese Consumer's Intention to Use of LG HomNet Smart Home

  • Xiangdong Shen;Xi Chen;Yuting Jiang;Haixin Ji
    • Journal of Korea Trade
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    • 제26권8호
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    • pp.1-20
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    • 2022
  • Purpose - The paper aims to develop the theory of TAM and perceived risk through a more comprehensive and rigorous understanding of the influencing factors of the consumer's adoption of LG HomNet smart home from the perspective of trade-offs. Design/methodology - Based on the TAM and perceived risk theory, combined with the individual characteristics of consumers in the context of information technology as the external factors of the technology acceptance model, this paper constructs a theoretical model of the factors affecting the use intention of the consumer. It was empirically tested by using SEM, and survey data was collected from 458 respondents. Findings - The research results show that 9 hypotheses of the research model are supported and have reliable prediction accuracy. Consumers' perceived interest, perceived connectivity and perceived controllability have a significant positive impact on their intention to use. In addition, this paper also confirmed the mediating effect of perceived usefulness and perceived ease of use. Originality/value - Consumers are very concerned about gains and losses. Low-level performance risks, security risks, and financial risks will drive the consumer to have a stronger intention to use, and financial risks have the strongest impact. This research provides a useful implication and guidance for smart home equipment manufacturers and service providers in product and service innovation and marketing and promotion strategies.

치기공전공 대학생의 실습실 안전 행동에 대한 계획된 행위 이론 검증 (College Students' Safety Behaviors in the Dental Technology Laboratory Predicted by the Theory of Planned Behavior)

  • 박종희
    • 한국학교ㆍ지역보건교육학회지
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    • 제10권2호
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    • pp.15-27
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    • 2009
  • Background and Goals: This study set out to apply the Theory of Planned Behavior (TPB), which is known to provide good explanations about human behavior, and test it to see if it could predict safety behavior by affecting the intention for safety behavior and perceived behavioral control and if intention for safety behavior would be influenced by attitude toward behavior, subjective norm, and perceived behavioral control. Methods: The subjects were 98 dental technology majors in D City. The questionnaires were distributed, filled out and collected on the spot. Each item was measured on a seven-point scale, and it's interpreted that the higher mean of each item would translate into safety behavior. Results: The analysis results of the Theory of Reasoned Action (TRA) variables indicate that only subjective norm ($\beta$ = .528, p < .000) had explanatory power of 27.2% (F = 37.170, P <.001) for intention for safety behavior. The results show that subjective norm and attitude toward behavior affect intention for safety behavior. The analysis results of the TPB variables revealed that intention for safety behavior had explanatory power of 26.6% (F = 36.072, p <.000) for behavior. When intention was added by perceived behavioral control, the explanatory power increased to 34.5% (F = 26.530, p <.000). And when it's added by knowledge, the explanatory power increased to 39.0% (F =21.661, p <.000). The results suggest that intention has the biggest influence on predicting safety behavior. Conclusion: The results show that the TPB model by Ajzen (1985) has greater forecasting power for intention and act of safety behavior than the TRA model by Fishbein & Ajzen (1980) and the TPB model can applied in the prediction of safety behavior. Thus safety behavior is considered as behavior whose determination control is limited. And safety education programs that add knowledge to the TPB variables will help the students promote their safety behavior.

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예비 창업자의 마케팅 효능감이 창업의지에 미치는 영향: 회복탄력성의 매개역할 (The Effect of Future Entrepreneurs' Marketing Self-efficacy on Entrepreneurial Intention: The Mediating Role of Resilience)

  • 김정래
    • 융합정보논문지
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    • 제10권11호
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    • pp.131-140
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    • 2020
  • 창업의지 결정요인에 관한 연구에서 창업효능감과 자기효능감은 많은 관심을 받아왔다. 그러나, 마케팅과 기업가 정신은 새로운 기업 설립 과정에서 중요한 역할을 하고 있지만 마케팅 효능감은 학자들의 관심도 대비 학술적 연구가 부족하여 본격적인 연구물 축적이 미약하다. 더욱이, 마케팅 효능감이 어떠한 과정을 통해서 창업의지에 영향을 미치는 지에 대한 구체적 메커니즘을 규명한 연구는 드물다. 이에 본 연구는 예비 창업자의 마케팅 효능감이 창업의지에 어떠한 영향을 미치는지 알아보고, 나아가 기업가 정신 연구에서 중요한 변수로 주목받아온 회복탄력성이 이들 간에 매개역할을 하는지를 실증적인 분석을 통해 알아보았다. 이 연구의 모집단은 국내 대학생 예비 창업자들로 315명에게 설문조사를 실시하였다. 연구 분석 결과 마케팅 효능감과 회복탄력성은 창업의지에 유의한 영향을 미치는 것으로 나타났고, 마케팅 효능감과 창업의지간에 회복탄력성의 매개효과가 입증되었다. 본 연구 결과는 창업의지를 높이기 위한 이론적·실천적 시사점을 제시한다.

정신간호사의 전문직업성이 간호업무수행 및 재직의도에 미치는 영향 (The Impact of Nursing Professionalism on the Nursing Performance and Retention Intention among Psychiatric Mental Health Nurses)

  • 권경자;고경희;김경원;김정아
    • 간호행정학회지
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    • 제16권3호
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    • pp.229-239
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    • 2010
  • Purpose: This study aimed to investigate the impact of nursing professionalism on the nursing performance and retention intention among psychiatric mental health nurses. Methods: As a descriptive correlational study, this study sampled 206 psychiatric mental health nurses in six hospitals in Seoul and Gyeonggi area through convenience sampling. Data were collected from March 2 to 31, 2009 using a self-report questionnaire. The collected data were analyzed using SPSS WIN 16.0. Results: In the subscales of professionalism, the 'Sense of calling' had the highest mean score while the 'Professional organization' had the lowest mean score. A significant positive correlation was observed in nursing professionalism, nursing performance and retention intention. According to an analysis on the impact of each subscale of nursing professionalism on nursing performance and retention intention, the 'Sense of calling' and 'Autonomy' were the most significant predictor variable. Conclusion: The results confirmed that the improvement of psychiatric mental health nurses' professionalism increases their nursing performance and retention intention and the 'Sense of calling' and 'Autonomy' are critical prediction factors. It is necessary to come up with a strategy which strengthens nursing professionalism in order to improve psychiatric mental health nurses' performance and retention intention.

계획된 행위이론을 적용한 간호사의 신종인플루엔자 A 환자 간호의도와 영향 요인 (Intentions to Care for New Influenza A(H1N1) Patients and Influencing Factors: An application of theory of planned behavior)

  • 정선영;박효선;왕희정;김미정
    • 가정간호학회지
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    • 제22권1호
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    • pp.78-87
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    • 2015
  • Purpose: The purpose of this study was to explore the intentions and influencing factors of intentions to care for New Influenza A ($H_1N_1$) patient Methods: This study involved a descriptive design using self-administered questionnaire. Intentions to care for H1N1 patient was evaluated by prediction tool, based on the Theory of Planned Behavior (TPB). The data were analyzed by SPSS 17.0 using descriptive statistics, t-test, ANOVA with a Scheffe test, Pearson's correlation and multiple regression analysis. Results: The level of intention was high, attitude was negative, subjective norm was high, and perceived behavioral control was moderate. The general regression model with intention as a dependent variable was statistically significant (F=39.31, p<.001). 28.1% of variance in intention was explained by subjective norm (t=8.75, p<.001), and perceived behavioral control (t=4.28, p<.001). Among the predictors, subjective norm had the greatest effect on intention (${\beta}=.44$). The nurse with the higher subjective norm and more positive perceived behavioral control reported the higher intention. Conclusion: The findings of this study suggested that the various aspects of nurse's characteristics should be considered when establishing strategies to improve the nurse's intention for care of infectious disease.

Self-image as a Component of 'Theory of Planned Behavior' for Prediction of Indian Mall Patronage Intention

  • Singh, Devinder Pal
    • 유통과학연구
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    • 제12권1호
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    • pp.21-28
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    • 2014
  • Purpose - This study aims to examine the Indian consumers'mall shopping patronage with the application of theory of planned behavior (TPB). The research intends to extend the TPB components (attitude, self-efficacy, subjective norms) with the addition of self-image and study their effect on Indian consumers' mall patronage intention. Research design, data and methodology - The research employed factor analysis to verify correct loading of items on corresponding factors and to confirm the applicability of constructs in the Indian context. The model was tested using stepwise regression analysis. Results -The results indicate a positive relationship between self-efficacy and intention to mall patronage. The findings show that self-image, attitude, self-efficacy, subjective norm significantly influence the mall patronage intention. Self-efficacy, which signifies self-competence and confidence in one's ability as a mall shopper indicates that as the self-efficacy increases Indian consumers' will eventually patronize malls. Conclusions - Self-image congruency plays a salient role in predicting mall-shopping patronage. The mall management should ensure that the mall marketing strategies incorporate it along with the other components of TPB to warrant decent footfall.